As a Starknet builder, I have a habit whenever I come across a new project.
I don’t start with the homepage.
I start by asking myself:
“If I had to build this, what problem would I be trying to solve?”
That’s exactly how I approached @YieldStark
Here’s what I learned. 🧵
Guys, @Bitget said “cook”…
I tried not to overdo it but I think I burned the kitchen in 3 days 🙂↔️
I built an AI that:
➢ argues with your trades
➢ tracks your predictions live
➢ and uses real Bitget data
Meet Guardiee 🧵
Most people don’t use crypto because it’s easy to mess up.
Wrong address. Lost funds. Too many steps.
I got tired of that, so I built something simpler.
🧵
Let’s be honest.
Most of us are tired of “airdrop farming.”
◈ Endless tasks.
◈ Zero transparency.
◈ No real incentive to stay active.
I thought that phase of Web3 was dead.
Then I tried @KuoalaOfficial Telegram Mini-App 🧵👇
Credlume Testnet is live on Orchard.
You can now submit proofs, verify proofs, and try our onchain credibility MVP.
Test it here: https://t.co/44Q1Pp5wgF
Feedback is welcome. We’re building this for the entire space.
Open source isn’t free, it’s leverage and this is why DeepSeek is winning.
It isn’t free
- You expose your work, anyone can fork, copy, or exploit it.
- You trade short-term defensibility for community, and control for coordination.
- It takes real work: docs, governance, contributors, alignment.
It’s leverage
- In return, you gain massive distribution.
- Every contributor becomes a free R&D loop.
- Every integration compounds your reach and credibility.
Key considerations when going open-source
- Keep the engine open, protect the edges (UX, infra, data).
- Let people build with you, not instead of you.
- The best open projects don’t fear being copied,
they expect it and outpace it.
Because their edge isn’t code. It’s coordination.
Did you know that 54% of Americans believe marijuana negatively impacts society?
Yet, 93% support its use for medical purposes.
This shows a gap between perception and potential. 🧵
Web3 is chaotic.
Too much noise. Too many rugs. Too many lies.
But what if the only way to survive the madness is to embrace it?
A crew of rebels did just that and what they created wasn’t just another chaos, it was purification and solana is about to feel the heat.🧵